feat: add mlflow
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- .gitignore 3 additions, 0 deletions.gitignore
- airflow/dags/functions/train_model.py 4 additions, 23 deletionsairflow/dags/functions/train_model.py
- mlflow/Dockerfile 32 additions, 0 deletionsmlflow/Dockerfile
- mlflow/Readme.md 128 additions, 0 deletionsmlflow/Readme.md
- mlflow/data/data.csv 7044 additions, 0 deletionsmlflow/data/data.csv
- mlflow/data/processed_data.csv 7044 additions, 0 deletionsmlflow/data/processed_data.csv
- mlflow/docker-compose.yml 55 additions, 0 deletionsmlflow/docker-compose.yml
- mlflow/main.py 7 additions, 0 deletionsmlflow/main.py
- mlflow/models/random_forest_model.pkl 0 additions, 0 deletionsmlflow/models/random_forest_model.pkl
- mlflow/requirements.txt 6 additions, 0 deletionsmlflow/requirements.txt
- mlflow/scripts/drift_detection.py 43 additions, 0 deletionsmlflow/scripts/drift_detection.py
- mlflow/scripts/load.py 49 additions, 0 deletionsmlflow/scripts/load.py
- mlflow/scripts/preprocess.py 36 additions, 0 deletionsmlflow/scripts/preprocess.py
- mlflow/scripts/retrain_model.py 29 additions, 0 deletionsmlflow/scripts/retrain_model.py
- mlflow/scripts/train_model.py 79 additions, 0 deletionsmlflow/scripts/train_model.py
- mlflow/scripts/utils.py 15 additions, 0 deletionsmlflow/scripts/utils.py
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